AI Cartography: Mapping the Latent Landscape of AI Benchmark Ecosystems. - Michael Hardy; Anka Reuel; Lijin Zhang; Jodi M. Casabianca; Sang T. Truong; Yash Dave; Hansol Lee; Benjamin W. Domingue; Sanmi Koyejo (CoRR, 2026)